| 2026 | AAAI | TabFlash: Efficient Table Understanding with Progressive Question Conditioning and Token Focusing. | Jongha Kim, Minseong Bae, Sanghyeok Lee, Jinsung Yoon, Hyunwoo J. Kim |
| 2026 | AAAI | Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization. | Jihwan Park, Taehoon Song, Sanghyeok Lee, Miso Choi, Hyunwoo J. Kim |
| 2025 | CVPR | EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality. | Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim |
| 2025 | ICCV | Representation Shift: Unifying Token Compression with Flashattention. | Joonmyung Choi, Sanghyeok Lee, Byungoh Ko, Eunseo Kim, Jihyung Kil, Hyunwoo J. Kim |
| 2024 | CVPR | vid-TLDR: Training Free Token merging for Light-Weight Video Transformer. | Joonmyung Choi, Sanghyeok Lee, Jaewon Chu, Minhyuk Choi, Hyunwoo J. Kim |
| 2024 | CVPR | Multi-Criteria Token Fusion with One-Step-Ahead Attention for Efficient Vision Transformers. | Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim |
| 2023 | CVPR | Self-Positioning Point-Based Transformer for Point Cloud Understanding. | Jinyoung Park, Sanghyeok Lee, Sihyeon Kim, Yunyang Xiong, Hyunwoo J. Kim |
| 2023 | ICCV | Read-only Prompt Optimization for Vision-Language Few-shot Learning. | Dongjun Lee, Seokwon Song, Jihee Suh, Joonmyeong Choi, Sanghyeok Lee, Hyunwoo J. Kim |
| 2021 | ICCV | Point Cloud Augmentation with Weighted Local Transformations. | Sihyeon Kim, Sanghyeok Lee, Dasol Hwang, Jaewon Lee, Seong Jae Hwang, Hyunwoo J. Kim |